About author:WANG Jieqin, born in 1997, M. S. candidate. His research interests include mobile/multi-access edge computing, task offloading. LIN Shihyang, born in 1979, Ph. D., associate professor. His research interests include mobile/multi-access edge computing, 5G NR-V2X communications. PENG Shiming, born in 1997, M. S. candidate. His research interests include mobile/multi-access edge computing, task offloading. JIA Shuo, born in 1999, M. S. candidate. His research interests include mobile/multi-access edge computing. YANG Miaohui, born in 1998, M. S. candidate. Her research interests include mobile/multi-access edge computing.
DAB B, AITSAADI N, LANGAR R. A novel joint offloading and resource allocation scheme for mobile edge computing [C]// Proceedings of the 16th IEEE Annual Consumer Communications and Networking Conference. Piscataway: IEEE, 2019: 1-2. 10.1109/ccnc.2019.8651879
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JIA M, CAO J N, YANG L. Heuristic offloading of concurrent tasks for computation-intensive applications in mobile cloud computing [C]// Proceedings of the 2014 IEEE Conference on Computer Communications Workshops. Piscataway: IEEE, 2014: 352-357. 10.1109/infcomw.2014.6849257
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TONG Z, DENG X M, YE F, et al. Adaptive computation offloading and resource allocation strategy in a mobile edge computing environment[J]. Information Sciences, 2020, 537: 116-131. 10.1016/j.ins.2020.05.057
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HUANG L, FENG X, ZHANG C, et al. Deep reinforcement learning-based joint task offloading and bandwidth allocation for multi-user mobile edge computing[J]. Digital Communications and Networks, 2019, 5(1): 10-17. 10.1016/j.dcan.2018.10.003
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SHAN N L, CUI X L, GAO Z Q. "DRL + FL": an intelligent resource allocation model based on deep reinforcement learning for Mobile Edge Computing[J]. Computer Communications, 2020, 160: 14-24. 10.1016/j.comcom.2020.05.037
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VIMAL S, KHARI M, DEY N, et al. Enhanced resource allocation in mobile edge computing using reinforcement learning based MOACO algorithm for IIOT[J]. Computer Communications, 2020, 151: 355-364. 10.1016/j.comcom.2020.01.018
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WANG Q, LI Z Y, NAI K, et al. Dynamic resource allocation for jointing vehicle-edge deep neural network inference[J]. Journal of Systems Architecture, 2021, 117: No.102133. 10.1016/j.sysarc.2021.102133
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ZHANG H B, WANG Z X, LIU K J. V2X offloading and resource allocation in SDN-assisted MEC-based vehicular networks[J]. China Communications, 2020, 17(5): 266-283. 10.23919/jcc.2020.05.020
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LI C L, CHEN W N, TANG J H, et al. Radio and computing resource allocation with energy harvesting devices in mobile edge computing environment[J]. Computer Communications, 2019, 145: 193-202. 10.1016/j.comcom.2019.06.001
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ELGENDY I A, ZHANG W Z, TIAN Y C, et al. Resource allocation and computation offloading with data security for mobile edge computing[J]. Future Generation Computer Systems, 2019, 100: 531-541. 10.1016/j.future.2019.05.037
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LI C L, CHEN W N, TANG H L, et al. Stochastic computation resource allocation for mobile edge computing powered by wireless energy transfer[J]. Ad Hoc Networks, 2019, 93: No.101897. 10.1016/j.adhoc.2019.101897
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LIAO Y Z, SHOU L Q, YU Q, et al. Joint offloading decision and resource allocation for mobile edge computing enabled networks[J]. Computer Communications, 2020, 154: 361-369. 10.1016/j.comcom.2020.02.071
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YANG S. A joint optimization scheme for task offloading and resource allocation based on edge computing in 5G communication networks[J]. Computer Communications, 2020, 160: 759-768. 10.1016/j.comcom.2020.07.008
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FENG H, GUO S T, ZHU A Q, et al. Energy-efficient user selection and resource allocation in mobile edge computing[J]. Ad Hoc Networks, 2020, 107: No.102202. 10.1016/j.adhoc.2020.102202
MAO Y C, XU X S, LIU P F. Multi-user task offloading strategy based on stable allocation[J]. Journal of Computer Applications, 2021, 41(3): 786-793. 10.11772/j.issn.1001-9081.2020060861
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3rd Generation Partnership Project. User Equipment (UE) radio access capabilities: TS 38.306 V16.4.0 [S]. Sophia Antipolis: 3GPP, 2021.
ZHAO H T, ZHU Y Y, DING Y, et al. Research on content-aware classification offloading algorithm based on mobile edge calculation in the Internet of Vehicles[J]. Journal of Electronics and Information Technology, 2020, 42(1): 20-27. 10.11999/JEIT190594
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DIJKSTRA E W. A note on two problems in connexion with graphs[J]. Numerische Mathematik,1959, 1(1):269-271. 10.1007/bf01386390